Overview

Dataset info

Number of variables50
Number of observations101766
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory225.2 MiB
Average record size in memory2.3 KiB

Variables types

CAT36
NUM13
BOOL1

Reproduction info

Date of analysis2020-03-22 22:36:21.687814
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

citoglipton has constant value "No" Rejected
diag_1 has a high cardinality: 717 distinct values Warning
diag_2 has a high cardinality: 749 distinct values Warning
diag_3 has a high cardinality: 790 distinct values Warning
examide has constant value "No" Rejected
medical_specialty has a high cardinality: 73 distinct values Warning
num_procedures has 46652 (45.8%) zeros Zeros
number_emergency is highly skewed (γ1 = 22.85558215) Skewed
number_emergency has 90383 (88.8%) zeros Zeros
number_inpatient has 67630 (66.5%) zeros Zeros
number_outpatient has 85027 (83.6%) zeros Zeros
examide is highly correlated with citogliptonHigh Correlation
citoglipton is highly correlated with examideHigh Correlation

Variables

A1Cresult
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
None
84748
>8
 
8216
Norm
 
4990
>7
 
3812
ValueCountFrequency (%) 
None 84748 83.3%
 
>8 8216 8.1%
 
Norm 4990 4.9%
 
>7 3812 3.7%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length4
Mean length3.763614567
Min length2
Scatter

acarbose
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101458
Steady
 
295
Up
 
10
Down
 
3
ValueCountFrequency (%) 
No 101458 99.7%
 
Steady 295 0.3%
 
Up 10 < 0.1%
 
Down 3 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.011654187
Min length2
Scatter

acetohexamide
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101765
Steady
 
1
ValueCountFrequency (%) 
No 101765 > 99.9%
 
Steady 1 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.000039306
Min length2
Scatter

admission_source_id
Real number (ℝ≥0)

Distinct count17
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.754436649
Minimum1
Maximum25
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median7
Q37
95-th percentile17
Maximum25
Range24
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.064080834
Coefficient of variation (CV)0.7062517293
Kurtosis1.744989372
Mean5.754436649
Median Absolute Deviation (MAD)2.976658809
Skewness1.029934878
Sum585606
Variance16.51675303
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 10.5 15.5 18.5 21. 25. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7 57494 56.5%
 
1 29565 29.1%
 
17 6781 6.7%
 
4 3187 3.1%
 
6 2264 2.2%
 
2 1104 1.1%
 
5 855 0.8%
 
3 187 0.2%
 
20 161 0.2%
 
9 125 0.1%
 
Other values (7) 43 < 0.1%
 
ValueCountFrequency (%) 
1 29565 29.1%
 
2 1104 1.1%
 
3 187 0.2%
 
4 3187 3.1%
 
5 855 0.8%
 
ValueCountFrequency (%) 
25 2 < 0.1%
 
22 12 < 0.1%
 
20 161 0.2%
 
17 6781 6.7%
 
14 2 < 0.1%
 

admission_type_id
Real number (ℝ≥0)

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.024006053
Minimum1
Maximum8
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q33
95-th percentile6
Maximum8
Range7
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.44540283
Coefficient of variation (CV)0.7141296972
Kurtosis1.942476114
Mean2.024006053
Median Absolute Deviation (MAD)1.095252219
Skewness1.591984327
Sum205975
Variance2.08918934
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 3.5 4.5 5.5 6.5 7.5 8. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 53990 53.1%
 
3 18869 18.5%
 
2 18480 18.2%
 
6 5291 5.2%
 
5 4785 4.7%
 
8 320 0.3%
 
7 21 < 0.1%
 
4 10 < 0.1%
 
ValueCountFrequency (%) 
1 53990 53.1%
 
2 18480 18.2%
 
3 18869 18.5%
 
4 10 < 0.1%
 
5 4785 4.7%
 
ValueCountFrequency (%) 
8 320 0.3%
 
7 21 < 0.1%
 
6 5291 5.2%
 
5 4785 4.7%
 
4 10 < 0.1%
 

age
Categorical

Distinct count10
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
[70-80)
26068
[60-70)
22483
[50-60)
17256
[80-90)
17197
[40-50)
9685
Other values (5)
9077
ValueCountFrequency (%) 
[70-80) 26068 25.6%
 
[60-70) 22483 22.1%
 
[50-60) 17256 17.0%
 
[80-90) 17197 16.9%
 
[40-50) 9685 9.5%
 
[30-40) 3775 3.7%
 
[90-100) 2793 2.7%
 
[20-30) 1657 1.6%
 
[10-20) 691 0.7%
 
[0-10) 161 0.2%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length8
Mean length7.025863255
Min length6
Scatter

change
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
54755
Ch
47011
ValueCountFrequency (%) 
No 54755 53.8%
 
Ch 47011 46.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length2
Mean length2
Min length2
Scatter

chlorpropamide
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101680
Steady
 
79
Up
 
6
Down
 
1
ValueCountFrequency (%) 
No 101680 99.9%
 
Steady 79 0.1%
 
Up 6 < 0.1%
 
Down 1 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.003124816
Min length2
Scatter

citoglipton
Categorical

CONST
HIGH CORRELATION
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101766
ValueCountFrequency (%) 
No 101766 100.0%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length2
Mean length2
Min length2
Scatter
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
Yes
78363
No
23403
ValueCountFrequency (%) 
Yes 78363 77.0%
 
No 23403 23.0%
 

diag_1
Categorical

HIGH CARDINALITY
Distinct count717
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
428
 
6862
414
 
6581
786
 
4016
410
 
3614
486
 
3508
Other values (712)
77185
ValueCountFrequency (%) 
428 6862 6.7%
 
414 6581 6.5%
 
786 4016 3.9%
 
410 3614 3.6%
 
486 3508 3.4%
 
427 2766 2.7%
 
491 2275 2.2%
 
715 2151 2.1%
 
682 2042 2.0%
 
434 2028 2.0%
 
Other values (707) 65923 64.8%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length6
Mean length3.175215691
Min length1
Scatter

diag_2
Categorical

HIGH CARDINALITY
Distinct count749
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
276
 
6752
428
 
6662
250
 
6071
427
 
5036
401
 
3736
Other values (744)
73509
ValueCountFrequency (%) 
276 6752 6.6%
 
428 6662 6.5%
 
250 6071 6.0%
 
427 5036 4.9%
 
401 3736 3.7%
 
496 3305 3.2%
 
599 3288 3.2%
 
403 2823 2.8%
 
414 2650 2.6%
 
411 2566 2.5%
 
Other values (739) 58877 57.9%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length6
Mean length3.166194996
Min length1
Scatter

diag_3
Categorical

HIGH CARDINALITY
Distinct count790
Unique (%)0.8%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
250
 
11555
401
 
8289
276
 
5175
428
 
4577
427
 
3955
Other values (785)
68215
ValueCountFrequency (%) 
250 11555 11.4%
 
401 8289 8.1%
 
276 5175 5.1%
 
428 4577 4.5%
 
427 3955 3.9%
 
414 3664 3.6%
 
496 2605 2.6%
 
403 2357 2.3%
 
585 1992 2.0%
 
272 1969 1.9%
 
Other values (780) 55628 54.7%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length6
Mean length3.111658118
Min length1
Scatter

discharge_disposition_id
Real number (ℝ≥0)

Distinct count26
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.715641766
Minimum1
Maximum28
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q34
95-th percentile18
Maximum28
Range27
Interquartile range (IQR)3

Descriptive statistics

Standard deviation5.280165509
Coefficient of variation (CV)1.421064204
Kurtosis6.003346764
Mean3.715641766
Median Absolute Deviation (MAD)3.482713618
Skewness2.563066993
Sum378126
Variance27.88014781
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 23.5 24.5 26. 27.5 28. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 60234 59.2%
 
3 13954 13.7%
 
6 12902 12.7%
 
18 3691 3.6%
 
2 2128 2.1%
 
22 1993 2.0%
 
11 1642 1.6%
 
5 1184 1.2%
 
25 989 1.0%
 
4 815 0.8%
 
Other values (16) 2234 2.2%
 
ValueCountFrequency (%) 
1 60234 59.2%
 
2 2128 2.1%
 
3 13954 13.7%
 
4 815 0.8%
 
5 1184 1.2%
 
ValueCountFrequency (%) 
28 139 0.1%
 
27 5 < 0.1%
 
25 989 1.0%
 
24 48 < 0.1%
 
23 412 0.4%
 

encounter_id
Real number (ℝ≥0)

UNIQUE
Distinct count101766
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean165201645.6
Minimum12522
Maximum443867222
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum12522
5-th percentile27170784
Q184961194
median152388987
Q3230270887.5
95-th percentile378962843
Maximum443867222
Range443854700
Interquartile range (IQR)145309693.5

Descriptive statistics

Standard deviation102640296
Coefficient of variation (CV)0.6213031087
Kurtosis-0.1020713932
Mean165201645.6
Median Absolute Deviation (MAD)81937223.14
Skewness0.6991415513
Sum1.681191067e+13
Variance1.053503036e+16
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.25220000e+04 1.27266300e+06 2.26376100e+06 5.26507800e+06 5.29694400e+06 ... 4.42687751e+08 4.43106659e+08 4.43274728e+08 4.43695112e+08 4.43867222e+08], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
96210942 1 < 0.1%
 
89943846 1 < 0.1%
 
384306986 1 < 0.1%
 
94650156 1 < 0.1%
 
83156784 1 < 0.1%
 
2674482 1 < 0.1%
 
281345844 1 < 0.1%
 
193616274 1 < 0.1%
 
355508024 1 < 0.1%
 
165973818 1 < 0.1%
 
Other values (101756) 101756 > 99.9%
 
ValueCountFrequency (%) 
12522 1 < 0.1%
 
15738 1 < 0.1%
 
16680 1 < 0.1%
 
28236 1 < 0.1%
 
35754 1 < 0.1%
 
ValueCountFrequency (%) 
443867222 1 < 0.1%
 
443857166 1 < 0.1%
 
443854148 1 < 0.1%
 
443847782 1 < 0.1%
 
443847548 1 < 0.1%
 

examide
Categorical

CONST
HIGH CORRELATION
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101766
ValueCountFrequency (%) 
No 101766 100.0%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length2
Mean length2
Min length2
Scatter

gender
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
Female
54708
Male
47055
Unknown/Invalid
 
3
ValueCountFrequency (%) 
Female 54708 53.8%
 
Male 47055 46.2%
 
Unknown/Invalid 3 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length15
Mean length5.075496728
Min length4
Scatter

glimepiride
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
96575
Steady
 
4670
Up
 
327
Down
 
194
ValueCountFrequency (%) 
No 96575 94.9%
 
Steady 4670 4.6%
 
Up 327 0.3%
 
Down 194 0.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.187371028
Min length2
Scatter
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101765
Steady
 
1
ValueCountFrequency (%) 
No 101765 > 99.9%
 
Steady 1 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.000039306
Min length2
Scatter

glipizide
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
89080
Steady
 
11356
Up
 
770
Down
 
560
ValueCountFrequency (%) 
No 89080 87.5%
 
Steady 11356 11.2%
 
Up 770 0.8%
 
Down 560 0.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.45736297
Min length2
Scatter
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101753
Steady
 
13
ValueCountFrequency (%) 
No 101753 > 99.9%
 
Steady 13 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.000510976
Min length2
Scatter

glyburide
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
91116
Steady
 
9274
Up
 
812
Down
 
564
ValueCountFrequency (%) 
No 91116 89.5%
 
Steady 9274 9.1%
 
Up 812 0.8%
 
Down 564 0.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.375606784
Min length2
Scatter
Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101060
Steady
 
692
Up
 
8
Down
 
6
ValueCountFrequency (%) 
No 101060 99.3%
 
Steady 692 0.7%
 
Up 8 < 0.1%
 
Down 6 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.027317572
Min length2
Scatter

insulin
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
47383
Steady
30849
Down
12218
Up
11316
ValueCountFrequency (%) 
No 47383 46.6%
 
Steady 30849 30.3%
 
Down 12218 12.0%
 
Up 11316 11.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length3.45266592
Min length2
Scatter

max_glu_serum
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
None
96420
Norm
 
2597
>200
 
1485
>300
 
1264
ValueCountFrequency (%) 
None 96420 94.7%
 
Norm 2597 2.6%
 
>200 1485 1.5%
 
>300 1264 1.2%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length4
Mean length4
Min length4
Scatter

medical_specialty
Categorical

HIGH CARDINALITY
Distinct count73
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
?
49949
InternalMedicine
14635
Emergency/Trauma
 
7565
Family/GeneralPractice
 
7440
Cardiology
 
5352
Other values (68)
16825
ValueCountFrequency (%) 
? 49949 49.1%
 
InternalMedicine 14635 14.4%
 
Emergency/Trauma 7565 7.4%
 
Family/GeneralPractice 7440 7.3%
 
Cardiology 5352 5.3%
 
Surgery-General 3099 3.0%
 
Nephrology 1613 1.6%
 
Orthopedics 1400 1.4%
 
Orthopedics-Reconstructive 1233 1.2%
 
Radiologist 1140 1.1%
 
Other values (63) 8340 8.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length36
Mean length8.612670243
Min length1
Scatter

metformin
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
81778
Steady
18346
Up
 
1067
Down
 
575
ValueCountFrequency (%) 
No 81778 80.4%
 
Steady 18346 18.0%
 
Up 1067 1.0%
 
Down 575 0.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.732405715
Min length2
Scatter
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101765
Steady
 
1
ValueCountFrequency (%) 
No 101765 > 99.9%
 
Steady 1 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.000039306
Min length2
Scatter
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101764
Steady
 
2
ValueCountFrequency (%) 
No 101764 > 99.9%
 
Steady 2 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.000078612
Min length2
Scatter

miglitol
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101728
Steady
 
31
Down
 
5
Up
 
2
ValueCountFrequency (%) 
No 101728 > 99.9%
 
Steady 31 < 0.1%
 
Down 5 < 0.1%
 
Up 2 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.001316746
Min length2
Scatter

nateglinide
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101063
Steady
 
668
Up
 
24
Down
 
11
ValueCountFrequency (%) 
No 101063 99.3%
 
Steady 668 0.7%
 
Up 24 < 0.1%
 
Down 11 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.026472496
Min length2
Scatter

num_lab_procedures
Real number (ℝ≥0)

Distinct count118
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.09564098
Minimum1
Maximum132
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q131
median44
Q357
95-th percentile73
Maximum132
Range131
Interquartile range (IQR)26

Descriptive statistics

Standard deviation19.67436225
Coefficient of variation (CV)0.4565278947
Kurtosis-0.2450735189
Mean43.09564098
Median Absolute Deviation (MAD)15.57390322
Skewness-0.2365439206
Sum4385671
Variance387.0805299
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 95.5 98.5 103.5 113.5 132. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 3208 3.2%
 
43 2804 2.8%
 
44 2496 2.5%
 
45 2376 2.3%
 
38 2213 2.2%
 
40 2201 2.2%
 
46 2189 2.2%
 
41 2117 2.1%
 
42 2113 2.1%
 
47 2106 2.1%
 
Other values (108) 77943 76.6%
 
ValueCountFrequency (%) 
1 3208 3.2%
 
2 1101 1.1%
 
3 668 0.7%
 
4 378 0.4%
 
5 286 0.3%
 
ValueCountFrequency (%) 
132 1 < 0.1%
 
129 1 < 0.1%
 
126 1 < 0.1%
 
121 1 < 0.1%
 
120 1 < 0.1%
 

num_medications
Real number (ℝ≥0)

Distinct count75
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.02184423
Minimum1
Maximum81
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile6
Q110
median15
Q320
95-th percentile31
Maximum81
Range80
Interquartile range (IQR)10

Descriptive statistics

Standard deviation8.127566209
Coefficient of variation (CV)0.5072803163
Kurtosis3.468154915
Mean16.02184423
Median Absolute Deviation (MAD)6.108492005
Skewness1.326672134
Sum1630479
Variance66.05733248
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 2.5 3.5 4.5 5.5 ... 52.5 58.5 63.5 69.5 81. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
13 6086 6.0%
 
12 6004 5.9%
 
11 5795 5.7%
 
15 5792 5.7%
 
14 5707 5.6%
 
16 5430 5.3%
 
10 5346 5.3%
 
17 4919 4.8%
 
9 4913 4.8%
 
18 4523 4.4%
 
Other values (65) 47251 46.4%
 
ValueCountFrequency (%) 
1 262 0.3%
 
2 470 0.5%
 
3 900 0.9%
 
4 1417 1.4%
 
5 2017 2.0%
 
ValueCountFrequency (%) 
81 1 < 0.1%
 
79 1 < 0.1%
 
75 2 < 0.1%
 
74 1 < 0.1%
 
72 3 < 0.1%
 

num_procedures
Real number (ℝ≥0)

ZEROS
Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.339730362
Minimum0
Maximum6
Zeros46652
Zeros (%)45.8%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile5
Maximum6
Range6
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.705806979
Coefficient of variation (CV)1.273246489
Kurtosis0.8571103021
Mean1.339730362
Median Absolute Deviation (MAD)1.366817758
Skewness1.316414763
Sum136339
Variance2.90977745
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 46652 45.8%
 
1 20742 20.4%
 
2 12717 12.5%
 
3 9443 9.3%
 
6 4954 4.9%
 
4 4180 4.1%
 
5 3078 3.0%
 
ValueCountFrequency (%) 
0 46652 45.8%
 
1 20742 20.4%
 
2 12717 12.5%
 
3 9443 9.3%
 
4 4180 4.1%
 
ValueCountFrequency (%) 
6 4954 4.9%
 
5 3078 3.0%
 
4 4180 4.1%
 
3 9443 9.3%
 
2 12717 12.5%
 

number_diagnoses
Real number (ℝ≥0)

Distinct count16
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.422606765
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q16
median8
Q39
95-th percentile9
Maximum16
Range15
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.933600145
Coefficient of variation (CV)0.2605014931
Kurtosis-0.07905602427
Mean7.422606765
Median Absolute Deviation (MAD)1.668356027
Skewness-0.8767462388
Sum755369
Variance3.738809521
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 5.5 8.5 9.5 15.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9 49474 48.6%
 
5 11393 11.2%
 
8 10616 10.4%
 
7 10393 10.2%
 
6 10161 10.0%
 
4 5537 5.4%
 
3 2835 2.8%
 
2 1023 1.0%
 
1 219 0.2%
 
16 45 < 0.1%
 
Other values (6) 70 0.1%
 
ValueCountFrequency (%) 
1 219 0.2%
 
2 1023 1.0%
 
3 2835 2.8%
 
4 5537 5.4%
 
5 11393 11.2%
 
ValueCountFrequency (%) 
16 45 < 0.1%
 
15 10 < 0.1%
 
14 7 < 0.1%
 
13 16 < 0.1%
 
12 9 < 0.1%
 

number_emergency
Real number (ℝ≥0)

SKEWED
ZEROS
Distinct count33
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1978362125
Minimum0
Maximum76
Zeros90383
Zeros (%)88.8%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum76
Range76
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.9304722684
Coefficient of variation (CV)4.703245461
Kurtosis1191.686726
Mean0.1978362125
Median Absolute Deviation (MAD)0.3514146256
Skewness22.85558215
Sum20133
Variance0.8657786423
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 11.5 13.5 23. 76. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 90383 88.8%
 
1 7677 7.5%
 
2 2042 2.0%
 
3 725 0.7%
 
4 374 0.4%
 
5 192 0.2%
 
6 94 0.1%
 
7 73 0.1%
 
8 50 < 0.1%
 
10 34 < 0.1%
 
Other values (23) 122 0.1%
 
ValueCountFrequency (%) 
0 90383 88.8%
 
1 7677 7.5%
 
2 2042 2.0%
 
3 725 0.7%
 
4 374 0.4%
 
ValueCountFrequency (%) 
76 1 < 0.1%
 
64 1 < 0.1%
 
63 1 < 0.1%
 
54 1 < 0.1%
 
46 1 < 0.1%
 

number_inpatient
Real number (ℝ≥0)

ZEROS
Distinct count21
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6355659061
Minimum0
Maximum21
Zeros67630
Zeros (%)66.5%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum21
Range21
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.26286329
Coefficient of variation (CV)1.986990299
Kurtosis20.71939695
Mean0.6355659061
Median Absolute Deviation (MAD)0.8447481915
Skewness3.614138992
Sum64679
Variance1.594823689
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 9.5 11.5 13.5 16.5 21. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 67630 66.5%
 
1 19521 19.2%
 
2 7566 7.4%
 
3 3411 3.4%
 
4 1622 1.6%
 
5 812 0.8%
 
6 480 0.5%
 
7 268 0.3%
 
8 151 0.1%
 
9 111 0.1%
 
Other values (11) 194 0.2%
 
ValueCountFrequency (%) 
0 67630 66.5%
 
1 19521 19.2%
 
2 7566 7.4%
 
3 3411 3.4%
 
4 1622 1.6%
 
ValueCountFrequency (%) 
21 1 < 0.1%
 
19 2 < 0.1%
 
18 1 < 0.1%
 
17 1 < 0.1%
 
16 6 < 0.1%
 

number_outpatient
Real number (ℝ≥0)

ZEROS
Distinct count39
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3693571527
Minimum0
Maximum42
Zeros85027
Zeros (%)83.6%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum42
Range42
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.267265097
Coefficient of variation (CV)3.431001911
Kurtosis147.9077363
Mean0.3693571527
Median Absolute Deviation (MAD)0.6172067414
Skewness8.832958927
Sum37588
Variance1.605960825
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 9.5 11.5 16.5 22.5 42. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 85027 83.6%
 
1 8547 8.4%
 
2 3594 3.5%
 
3 2042 2.0%
 
4 1099 1.1%
 
5 533 0.5%
 
6 303 0.3%
 
7 155 0.2%
 
8 98 0.1%
 
9 83 0.1%
 
Other values (29) 285 0.3%
 
ValueCountFrequency (%) 
0 85027 83.6%
 
1 8547 8.4%
 
2 3594 3.5%
 
3 2042 2.0%
 
4 1099 1.1%
 
ValueCountFrequency (%) 
42 1 < 0.1%
 
40 1 < 0.1%
 
39 1 < 0.1%
 
38 1 < 0.1%
 
37 1 < 0.1%
 

patient_nbr
Real number (ℝ≥0)

Distinct count71518
Unique (%)70.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54330400.69
Minimum135
Maximum189502619
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum135
5-th percentile1456971.75
Q123413221
median45505143
Q387545949.75
95-th percentile111480273
Maximum189502619
Range189502484
Interquartile range (IQR)64132728.75

Descriptive statistics

Standard deviation38696359.35
Coefficient of variation (CV)0.7122413759
Kurtosis-0.3473720444
Mean54330400.69
Median Absolute Deviation (MAD)33216794.71
Skewness0.4712807224
Sum5.528987557e+12
Variance1.497408227e+15
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.35000000e+02 1.30230000e+04 1.30815000e+04 1.03099500e+05 1.03167000e+05 ... 1.75829585e+08 1.80315072e+08 1.81693846e+08 1.84553753e+08 1.89502619e+08], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
88785891 40 < 0.1%
 
43140906 28 < 0.1%
 
23199021 23 < 0.1%
 
1660293 23 < 0.1%
 
88227540 23 < 0.1%
 
23643405 22 < 0.1%
 
84428613 22 < 0.1%
 
92709351 21 < 0.1%
 
23398488 20 < 0.1%
 
90609804 20 < 0.1%
 
Other values (71508) 101524 99.8%
 
ValueCountFrequency (%) 
135 2 < 0.1%
 
378 1 < 0.1%
 
729 1 < 0.1%
 
774 1 < 0.1%
 
927 1 < 0.1%
 
ValueCountFrequency (%) 
189502619 1 < 0.1%
 
189481478 1 < 0.1%
 
189445127 1 < 0.1%
 
189365864 1 < 0.1%
 
189351095 1 < 0.1%
 

payer_code
Categorical

Distinct count18
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
?
40256
MC
32439
HM
 
6274
SP
 
5007
BC
 
4655
Other values (13)
13135
ValueCountFrequency (%) 
? 40256 39.6%
 
MC 32439 31.9%
 
HM 6274 6.2%
 
SP 5007 4.9%
 
BC 4655 4.6%
 
MD 3532 3.5%
 
CP 2533 2.5%
 
UN 2448 2.4%
 
CM 1937 1.9%
 
OG 1033 1.0%
 
Other values (8) 1652 1.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.60442584
Min length1
Scatter

pioglitazone
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
94438
Steady
 
6976
Up
 
234
Down
 
118
ValueCountFrequency (%) 
No 94438 92.8%
 
Steady 6976 6.9%
 
Up 234 0.2%
 
Down 118 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.276516715
Min length2
Scatter

race
Categorical

Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
Caucasian
76099
AfricanAmerican
19210
?
 
2273
Hispanic
 
2037
Other
 
1506
ValueCountFrequency (%) 
Caucasian 76099 74.8%
 
AfricanAmerican 19210 18.9%
 
? 2273 2.2%
 
Hispanic 2037 2.0%
 
Other 1506 1.5%
 
Asian 641 0.6%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length15
Mean length9.849507694
Min length1
Scatter

readmitted
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
NO
54864
>30
35545
<30
11357
ValueCountFrequency (%) 
NO 54864 53.9%
 
>30 35545 34.9%
 
<30 11357 11.2%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length2.460880844
Min length2
Scatter

repaglinide
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
100227
Steady
 
1384
Up
 
110
Down
 
45
ValueCountFrequency (%) 
No 100227 98.5%
 
Steady 1384 1.4%
 
Up 110 0.1%
 
Down 45 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.05528369
Min length2
Scatter

rosiglitazone
Categorical

Distinct count4
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
95401
Steady
 
6100
Up
 
178
Down
 
87
ValueCountFrequency (%) 
No 95401 93.7%
 
Steady 6100 6.0%
 
Up 178 0.2%
 
Down 87 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.241475542
Min length2
Scatter

time_in_hospital
Real number (ℝ≥0)

Distinct count14
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.395986872
Minimum1
Maximum14
Zeros0
Zeros (%)0.0%
Memory size795.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median4
Q36
95-th percentile11
Maximum14
Range13
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.985107767
Coefficient of variation (CV)0.6790529304
Kurtosis0.8502508405
Mean4.395986872
Median Absolute Deviation (MAD)2.35480462
Skewness1.133998719
Sum447362
Variance8.910868383
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3 17756 17.4%
 
2 17224 16.9%
 
1 14208 14.0%
 
4 13924 13.7%
 
5 9966 9.8%
 
6 7539 7.4%
 
7 5859 5.8%
 
8 4391 4.3%
 
9 3002 2.9%
 
10 2342 2.3%
 
Other values (4) 5555 5.5%
 
ValueCountFrequency (%) 
1 14208 14.0%
 
2 17224 16.9%
 
3 17756 17.4%
 
4 13924 13.7%
 
5 9966 9.8%
 
ValueCountFrequency (%) 
14 1042 1.0%
 
13 1210 1.2%
 
12 1448 1.4%
 
11 1855 1.8%
 
10 2342 2.3%
 

tolazamide
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101727
Steady
 
38
Up
 
1
ValueCountFrequency (%) 
No 101727 > 99.9%
 
Steady 38 < 0.1%
 
Up 1 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.001493623
Min length2
Scatter

tolbutamide
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101743
Steady
 
23
ValueCountFrequency (%) 
No 101743 > 99.9%
 
Steady 23 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.000904035
Min length2
Scatter

troglitazone
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
No
101763
Steady
 
3
ValueCountFrequency (%) 
No 101763 > 99.9%
 
Steady 3 < 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length2.000117918
Min length2
Scatter

weight
Categorical

Distinct count10
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size795.2 KiB
?
98569
[75-100)
 
1336
[50-75)
 
897
[100-125)
 
625
[125-150)
 
145
Other values (5)
 
194
ValueCountFrequency (%) 
? 98569 96.9%
 
[75-100) 1336 1.3%
 
[50-75) 897 0.9%
 
[100-125) 625 0.6%
 
[125-150) 145 0.1%
 
[25-50) 97 0.1%
 
[0-25) 48 < 0.1%
 
[150-175) 35 < 0.1%
 
[175-200) 11 < 0.1%
 
>200 3 < 0.1%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length9
Mean length1.217096083
Min length1
Scatter

Correlations

Missing values

Sample

First rows

A1Cresultacarboseacetohexamideadmission_source_idadmission_type_idagechangechlorpropamidecitogliptondiabetesMeddiag_1diag_2diag_3discharge_disposition_idencounter_idexamidegenderglimepirideglimepiride-pioglitazoneglipizideglipizide-metforminglyburideglyburide-metformininsulinmax_glu_serummedical_specialtymetforminmetformin-pioglitazonemetformin-rosiglitazonemiglitolnateglinidenum_lab_proceduresnum_medicationsnum_proceduresnumber_diagnosesnumber_emergencynumber_inpatientnumber_outpatientpatient_nbrpayer_codepioglitazoneracereadmittedrepagliniderosiglitazonetime_in_hospitaltolazamidetolbutamidetroglitazoneweight
0NoneNoNo16[0-10)NoNoNoNo250.83??252278392NoFemaleNoNoNoNoNoNoNoNonePediatrics-EndocrinologyNoNoNoNoNo411010008222157?NoCaucasianNONoNo1NoNoNo?
1NoneNoNo71[10-20)ChNoNoYes276250.012551149190NoFemaleNoNoNoNoNoNoUpNone?NoNoNoNoNo59180900055629189?NoCaucasian>30NoNo3NoNoNo?
2NoneNoNo71[20-30)NoNoNoYes648250V27164410NoFemaleNoNoSteadyNoNoNoNoNone?NoNoNoNoNo11135601286047875?NoAfricanAmericanNONoNo2NoNoNo?
3NoneNoNo71[30-40)ChNoNoYes8250.434031500364NoMaleNoNoNoNoNoNoUpNone?NoNoNoNoNo44161700082442376?NoCaucasianNONoNo2NoNoNo?
4NoneNoNo71[40-50)ChNoNoYes197157250116680NoMaleNoNoSteadyNoNoNoSteadyNone?NoNoNoNoNo5180500042519267?NoCaucasianNONoNo1NoNoNo?
5NoneNoNo22[50-60)NoNoNoYes414411250135754NoMaleNoNoNoNoNoNoSteadyNone?NoNoNoNoNo31166900082637451?NoCaucasian>30NoNo3NoNoNo?
6NoneNoNo23[60-70)ChNoNoYes414411V45155842NoMaleSteadyNoNoNoNoNoSteadyNone?SteadyNoNoNoNo70211700084259809?NoCaucasianNONoNo4NoNoNo?
7NoneNoNo71[70-80)NoNoNoYes428492250163768NoMaleNoNoNoNoSteadyNoNoNone?NoNoNoNoNo731208000114882984?NoCaucasian>30NoNo5NoNoNo?
8NoneNoNo42[80-90)ChNoNoYes39842738112522NoFemaleNoNoSteadyNoNoNoSteadyNone?NoNoNoNoNo68282800048330783?NoCaucasianNONoNo13NoNoNo?
9NoneNoNo43[90-100)ChNoNoYes434198486315738NoFemaleNoNoNoNoNoNoSteadyNoneInternalMedicineNoNoNoNoNo33183800063555939?NoCaucasianNONoSteady12NoNoNo?

Last rows

A1Cresultacarboseacetohexamideadmission_source_idadmission_type_idagechangechlorpropamidecitogliptondiabetesMeddiag_1diag_2diag_3discharge_disposition_idencounter_idexamidegenderglimepirideglimepiride-pioglitazoneglipizideglipizide-metforminglyburideglyburide-metformininsulinmax_glu_serummedical_specialtymetforminmetformin-pioglitazonemetformin-rosiglitazonemiglitolnateglinidenum_lab_proceduresnum_medicationsnum_proceduresnumber_diagnosesnumber_emergencynumber_inpatientnumber_outpatientpatient_nbrpayer_codepioglitazoneracereadmittedrepagliniderosiglitazonetime_in_hospitaltolazamidetolbutamidetroglitazoneweight
101756NoneNoNo71[60-70)NoNoNoYes9965854031443842070NoFemaleNoNoNoNoNoNoSteadyNone?NoNoNoNoNo461769111140199494MDNoOther>30NoNo2NoNoNo?
101757NoneNoNo71[70-80)NoNoNoYes4915185111443842136NoFemaleNoNoNoNoNoNoSteadyNone?NoNoNoNoNo211619010181593374?NoCaucasianNONoNo5NoNoNo?
101758NoneNoNo71[80-90)ChNoNoYes29283041443842340NoFemaleNoNoNoNoNoNoUpNone?NoNoNoNoNo762219100120975314MCNoCaucasianNONoNo5NoNoNo?
101759NoneNoNo71[80-90)ChNoNoYes4357842501443842778NoMaleNoNoNoNoNoNoUpNone?NoNoNoNoNo1150700386472243MCNoCaucasianNONoNo1NoNoNo?
101760NoneNoNo71[60-70)ChNoNoYes3454384121443847176NoFemaleNoNoNoNoNoNoDownNone?NoNoNoNoNo45251912350375628DMNoAfricanAmerican>30NoSteady6NoNoNo?
101761>8NoNo71[70-80)ChNoNoYes250.132914583443847548NoMaleNoNoNoNoNoNoDownNone?SteadyNoNoNoNo511609000100162476MCNoAfricanAmerican>30NoNo3NoNoNo?
101762NoneNoNo51[80-90)NoNoNoYes5602767874443847782NoFemaleNoNoNoNoNoNoSteadyNone?NoNoNoNoNo33183901074694222MCNoAfricanAmericanNONoNo5NoNoNo?
101763NoneNoNo71[70-80)ChNoNoYes385902961443854148NoMaleNoNoNoNoNoNoDownNone?SteadyNoNoNoNo53901300141088789MCNoCaucasianNONoNo1NoNoNo?
101764NoneNoNo72[80-90)ChNoNoYes9962859983443857166NoFemaleNoNoSteadyNoNoNoUpNoneSurgery-GeneralNoNoNoNoNo45212901031693671MCSteadyCaucasianNONoNo10NoNoNo?
101765NoneNoNo71[70-80)NoNoNoNo5305307871443867222NoMaleNoNoNoNoNoNoNoNone?NoNoNoNoNo13339000175429310?NoCaucasianNONoNo6NoNoNo?